Record, CLM, bronze and silver
CLM-414363
Received 2026-06-29T07:59:33Z, line 13,142 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Barbara | Barbara | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Oliver | Oliver | Unchanged |
| Date of birth | 7/15/1976 | 1976-07-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-71536-77 | UHC-71536-77 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | 4512666444 | 4512666444 | Unchanged |
| ···· | — | Unchanged | |
| Address | 2343 SUNSET BLVD | 2343 Sunset Blvd | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78778-6465 | 78778 | Changed |
| Group | GRP-0891 | GRP-0891 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- barbara|oliver
- Address key
- 2343|sunset|78778
- Canonical first
- barbara
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-414364 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-118896 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414362 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007321
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Barbara Oliver, 1976-07-15, 4 records, Verified
Evidence
Matched against CLM-414364
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically4b72251cdb2026-10-19 19:54:38, matching_agentidentity id MBR-007321, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414364
- Record linked automatically2be5a02f022026-10-19 19:52:09, matching_agentidentity id MBR-007321, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414364
- Record linked automaticallyaf10ed0d0f2026-10-19 19:45:42, matching_agentidentity id MBR-007321, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414364
- Record linked automatically481aff71c72026-10-19 19:32:31, matching_agentidentity id MBR-007321, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414364